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Causal Discovery

Papers archive 2025-07-28

archive papers tagged: 743 · with a code link: 294 · where Syntology ran a sample: 90 (74 with a run with no instrument failure, 16 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (90 of 743 tagged: 74 with a run with no instrument failure, 16 where every run was a failure of Syntology's instrument)

Page 6 of 8: papers 501 to 600 of 743, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• The Blessings of Multiple Treatments and Outcomes in Treatment Effect Estimation
  29 Sep 2023 0 repositories listed
• Causal Reasoning: Charting a Revolutionary Course for Next-Generation AI-Native Wireless Networks
  23 Sep 2023 0 repositories listed
• Human-in-the-Loop Causal Discovery under Latent Confounding using Ancestral GFlowNets
  21 Sep 2023 0 repositories listed
• Partially Specified Causal Simulations
  19 Sep 2023 0 repositories listed
• Causal Discovery and Counterfactual Explanations for Personalized Student Learning
  18 Sep 2023 0 repositories listed
• Causal Discovery and Prediction: Methods and Algorithms
  18 Sep 2023 0 repositories listed
• The role of causality in explainable artificial intelligence
  18 Sep 2023 0 repositories listed
• Enabling Runtime Verification of Causal Discovery Algorithms with Automated Conditional Independence Reasoning (Extended Version)
  11 Sep 2023 0 repositories listed
• Discovering Dynamic Effective Connectome of Brain with Bayesian Dynamic DAG Learning
  7 Sep 2023 0 repositories listed
• Towards Probabilistic Causal Discovery, Inference & Explanations for Autonomous Drones in Mine Surveying Tasks
  19 Aug 2023 0 repositories listed
• Nonlinearity, Feedback and Uniform Consistency in Causal Structural Learning
  15 Aug 2023 0 repositories listed
• TSLiNGAM: DirectLiNGAM under heavy tails
  10 Aug 2023 0 repositories listed
• Case Studies of Causal Discovery from IT Monitoring Time Series
  28 Jul 2023 0 repositories listed
• UPREVE: An End-to-End Causal Discovery Benchmarking System
  25 Jul 2023 0 repositories listed
• Learning for Counterfactual Fairness from Observational Data
  17 Jul 2023 0 repositories listed
• A Causal Ordering Prior for Unsupervised Representation Learning
  11 Jul 2023 0 repositories listed
• Benchmarking Bayesian Causal Discovery Methods for Downstream Treatment Effect Estimation
  11 Jul 2023 0 repositories listed
• From Query Tools to Causal Architects: Harnessing Large Language Models for Advanced Causal Discovery from Data
  29 Jun 2023 0 repositories listed
• Nonparametric causal discovery with applications to cancer bioinformatics
  28 Jun 2023 0 repositories listed
• Predictive Coding beyond Correlations
  27 Jun 2023 0 repositories listed
• TNPAR: Topological Neural Poisson Auto-Regressive Model for Learning Granger Causal Structure from Event Sequences
  25 Jun 2023 0 repositories listed
• Conditional Independence Testing with Heteroskedastic Data and Applications to Causal Discovery
  20 Jun 2023 0 repositories listed
• Knowledge Guided Representation Learning and Causal Structure Learning in Soil Science
  15 Jun 2023 0 repositories listed
• Causal Discovery with Latent Confounders Based on Higher-Order Cumulants
  31 May 2023 0 repositories listed
• Understanding Breast Cancer Survival: Using Causality and Language Models on Multi-omics Data
  28 May 2023 0 repositories listed
• Learning Causal Graphs via Monotone Triangular Transport Maps
  26 May 2023 0 repositories listed
• A Diachronic Analysis of Paradigm Shifts in NLP Research: When, How, and Why?
  22 May 2023 0 repositories listed
• Causality-Aided Trade-off Analysis for Machine Learning Fairness
  22 May 2023 0 repositories listed
• A Survey on Causal Discovery: Theory and Practice
  17 May 2023 0 repositories listed
• The Impact of Missing Data on Causal Discovery: A Multicentric Clinical Study
  17 May 2023 0 repositories listed
• Risk Assessment of Lymph Node Metastases in Endometrial Cancer Patients: A Causal Approach
  17 May 2023 0 repositories listed
• Reinterpreting causal discovery as the task of predicting unobserved joint statistics
  11 May 2023 0 repositories listed
• Causal Discovery with Stage Variables for Health Time Series
  5 May 2023 0 repositories listed
• Towards Causal Representation Learning and Deconfounding from Indefinite Data
  4 May 2023 0 repositories listed
• Improved Churn Causal Analysis Through Restrained High-Dimensional Feature Space Effects in Financial Institutions
  23 Apr 2023 0 repositories listed
• DiscoGen: Learning to Discover Gene Regulatory Networks
  12 Apr 2023 0 repositories listed
• Optimizing Data-driven Causal Discovery Using Knowledge-guided Search
  11 Apr 2023 0 repositories listed
• Causal Discovery with Score Matching on Additive Models with Arbitrary Noise
  6 Apr 2023 0 repositories listed
• Scalable Causal Discovery with Score Matching
  6 Apr 2023 0 repositories listed
• A step towards the applicability of algorithms based on invariant causal learning on observational data
  5 Apr 2023 0 repositories listed
• Causal Discovery from Temporal Data: An Overview and New Perspectives
  17 Mar 2023 0 repositories listed
• Causal Temporal Graph Convolutional Neural Networks (CTGCN)
  16 Mar 2023 0 repositories listed
• Distinguishing Cause from Effect on Categorical Data: The Uniform Channel Model
  14 Mar 2023 0 repositories listed
• Learning interpretable causal networks from very large datasets, application to 400,000 medical records of breast cancer patients
  11 Mar 2023 0 repositories listed
• On the Unlikelihood of D-Separation
  10 Mar 2023 0 repositories listed
• eCDANs: Efficient Temporal Causal Discovery from Autocorrelated and Non-stationary Data (Student Abstract)
  6 Mar 2023 0 repositories listed
• Rank-Based Causal Discovery for Post-Nonlinear Models
  23 Feb 2023 0 repositories listed
• Causal Razors
  20 Feb 2023 0 repositories listed
• Discovering Optimal Scoring Mechanisms in Causal Strategic Prediction
  14 Feb 2023 0 repositories listed
• Hierarchical Graph Neural Networks for Causal Discovery and Root Cause Localization
  3 Feb 2023 0 repositories listed
• Causality-based CTR Prediction using Graph Neural Networks
  30 Jan 2023 0 repositories listed
• Causal Graph Discovery from Self and Mutually Exciting Time Series
  26 Jan 2023 0 repositories listed
• Causal-Discovery Performance of ChatGPT in the context of Neuropathic Pain Diagnosis
  24 Jan 2023 0 repositories listed
• Characterization and Learning of Causal Graphs with Small Conditioning Sets
  22 Jan 2023 0 repositories listed
• Sensor data-driven analysis for identification of causal relationships between exposure to air pollution and respiratory rate in asthmatics
  16 Jan 2023 0 repositories listed
• Evaluation of Induced Expert Knowledge in Causal Structure Learning by NOTEARS
  4 Jan 2023 0 repositories listed
• Causal Discovery for Gene Regulatory Network Prediction
  3 Jan 2023 0 repositories listed
• Causally-Aware Intraoperative Imputation for Overall Survival Time Prediction
  1 Jan 2023 0 repositories listed
• Investigating Sindy As a Tool For Causal Discovery In Time Series Signals
  29 Dec 2022 0 repositories listed
• Interpretability and causal discovery of the machine learning models to predict the production of CBM wells after hydraulic fracturing
  21 Dec 2022 0 repositories listed
• A probabilistic autoencoder for causal discovery
  8 Dec 2022 0 repositories listed
• Initial Results for Pairwise Causal Discovery Using Quantitative Information Flow
  2 Dec 2022 0 repositories listed
• Trust Your ∇: Gradient-based Intervention Targeting for Causal Discovery
  24 Nov 2022 0 repositories listed
• Causal Analysis of the TOPCAT Trial: Spironolactone for Preserved Cardiac Function Heart Failure
  23 Nov 2022 0 repositories listed
• Reinforcement Causal Structure Learning on Order Graph
  22 Nov 2022 0 repositories listed
• Identifying the Causes of Pyrocumulonimbus (PyroCb)
  16 Nov 2022 0 repositories listed
• Causal Modeling of Soil Processes for Improved Generalization
  10 Nov 2022 0 repositories listed
• Deep Causal Learning: Representation, Discovery and Inference
  7 Nov 2022 0 repositories listed
• Causal Discovery of Dynamic Models for Predicting Human Spatial Interactions
  29 Oct 2022 0 repositories listed
• Rhino: Deep Causal Temporal Relationship Learning With History-dependent Noise
  26 Oct 2022 0 repositories listed
• Independence Testing-Based Approach to Causal Discovery under Measurement Error and Linear Non-Gaussian Models
  20 Oct 2022 0 repositories listed
• Whole Page Unbiased Learning to Rank
  19 Oct 2022 0 repositories listed
• Provable Subspace Identification Under Post-Nonlinear Mixtures
  14 Oct 2022 0 repositories listed
• Latent Hierarchical Causal Structure Discovery with Rank Constraints
  1 Oct 2022 0 repositories listed
• Bivariate Causal Discovery for Categorical Data via Classification with Optimal Label Permutation
  18 Sep 2022 0 repositories listed
• A Review and Roadmap of Deep Learning Causal Discovery in Different Variable Paradigms
  14 Sep 2022 0 repositories listed
• Learning domain-specific causal discovery from time series
  12 Sep 2022 0 repositories listed
• Discovering Agents
  17 Aug 2022 0 repositories listed
• Domain Knowledge in A*-Based Causal Discovery
  17 Aug 2022 0 repositories listed
• NeurIPS Competition Instructions and Guide: Causal Insights for Learning Paths in Education
  17 Aug 2022 0 repositories listed
• Valid Inference After Causal Discovery
  11 Aug 2022 0 repositories listed
• Towards Intercultural Affect Recognition: Audio-Visual Affect Recognition in the Wild Across Six Cultures
  31 Jul 2022 0 repositories listed
• Attribute Graphs Underlying Molecular Generative Models: Path to Learning with Limited Data
  14 Jul 2022 0 repositories listed
• Latent Variable Models for Bayesian Causal Discovery
  12 Jul 2022 0 repositories listed
• Variational Causal Dynamics: Discovering Modular World Models from Interventions
  22 Jun 2022 0 repositories listed
• Empirical Bayesian Approaches for Robust Constraint-based Causal Discovery under Insufficient Data
  16 Jun 2022 0 repositories listed
• Causal Discovery for Fairness
  14 Jun 2022 0 repositories listed
• VAC2: Visual Analysis of Combined Causality in Event Sequences
  11 Jun 2022 0 repositories listed
• A Causal Research Pipeline and Tutorial for Psychologists and Social Scientists
  10 Jun 2022 0 repositories listed
• Causal Discovery in Hawkes Processes by Minimum Description Length
  10 Jun 2022 0 repositories listed
• On the Generalization and Adaption Performance of Causal Models
  9 Jun 2022 0 repositories listed
• Causal Structure Learning: a Combinatorial Perspective
  2 Jun 2022 0 repositories listed
• Differentiable Invariant Causal Discovery
  31 May 2022 0 repositories listed
• Fast Causal Orientation Learning in Directed Acyclic Graphs
  27 May 2022 0 repositories listed
• Causal Machine Learning for Healthcare and Precision Medicine
  23 May 2022 0 repositories listed
• Inferring extended summary causal graphs from observational time series
  19 May 2022 0 repositories listed
• Causal Discovery on the Effect of Antipsychotic Drugs on Delirium Patients in the ICU using Large EHR Dataset
  28 Apr 2022 0 repositories listed
• Causal Discovery and Causal Learning for Fire Resistance Evaluation: Incorporating Domain Knowledge
  11 Apr 2022 0 repositories listed
• Causality, Causal Discovery, and Causal Inference in Structural Engineering
  4 Apr 2022 0 repositories listed
• Sequential Recommendation with Causal Behavior Discovery
  1 Apr 2022 0 repositories listed